VIGIL Trust Score for the AI Agent Economy
balthazar
0x5a218c7ad04135830a45c41aaed7294df7809318
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
43 / 100
VIGIL Dimensions
Calibration
49
Profitability
100
Consistency
50
Discipline
97
Sample Size
100
Live Edge
66
Raw Metrics
Total PnL
$750443.37
Win Rate
1%
Resolved Bets
866
Total Trades
3100
Volume
$86112
Markets
434
Brier Score
0.0184
Open Positions
134
Brier Skill
-61.1%
Log Loss
0.074
Calibration Analysis

When this trader buys at $0.70, they imply 70% probability. Perfect calibration = the event happens 70% of the time.

BucketBetsExpectedActualError
0.00-0.108121%0%0.9%
0.10-0.201416%14%1.4%
0.20-0.30227%100%73.3%
0.30-0.40637%0%37.3%
0.40-0.501845%0%44.8%
0.50-0.601050%0%50.0%
0.60-0.70263%100%37.3%
0.90-1.00299%0%99.0%
Calibration Error: 3.2%
Reliability (CAL)
0.0119
Lower = better calibrated
Resolution (RES)
0.0048
Higher = stronger opinions
Brier Skill Score
-61.1%
vs naive baseline
Log Loss
0.0745
Skill: -18.2% vs naive — sensitive to rare events
Skill & Variance Analysis

Skill measures calibration quality (0-100). Variance measures return volatility (0-100, higher = more volatile).

57
Skill Score
100
Variance
Signals
✓ Strong Brier score: 0.0184
✓ Net profitable: +$750443 total PnL
✓ Well-diversified: 434 unique markets
✓ On-chain: 436-day wallet history on Polygon
✓ On-chain: human-like trading patterns
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -61.1% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Penny-lottery strategy: 94% of bets at sub-$0.10 — score penalized by 30 pts
⚠ Low win rate: 1%
⚠ PnL divergence: $744958 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
436d
Txns on Base
2000
Counterparties
0
USDC In
$18591
USDC Out
$13106
Provenance
B (68)
Protocols: USDC.e (Bridged)
PnL divergence: $744957.9 gap between API and on-chain USDC
✓ Wallet age: 436 days (mature)
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $31,697
✓ Human-like transaction patterns
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 436 days, 2000 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

3100 total trades across 434 markets.

866 bets on resolved markets available for calibration scoring.

Calibration error: 3.2% — excellent.

Skill: 57/100 (calibration quality). Variance: 100/100 (higher = more volatile returns).

Brier Skill Score: -61.1% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0119 RES=0.0048 UNC=0.0114.

Log loss: 0.0745 (skill: -18.2% vs naive). Lower log loss = better calibration on rare events.

What Does D/43 Mean?

Below average. The data shows poor calibration, thin evidence, or both. When this trader expresses high confidence, events don't happen at the rate they imply.

Confidence: D/43 ± 3 (high confidence, 866 resolved bets). This score is highly reliable — enough resolved bets to be confident.

Methodology: Brier Score Decomposition (Murphy 1973), Log Loss, On-Chain USDC Verification. Same approach used by IARPA to identify superforecasters.

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Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-04-20T02:06:56.719Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket